Title :
Approaches to evaluate the virtual instrumentation measurement uncertainties
Author :
Nuccio, Salvatore ; Spataro, Ciro
Author_Institution :
Dipt. di Igegneria Elettrica, Univ. di Palermo, Italy
fDate :
12/1/2002 12:00:00 AM
Abstract :
This paper deals with the metrological characterization of virtual instruments. After a brief description of the features, the components and the working principle of the virtual instruments and the various uncertainty sources are analyzed. Then, two methods to evaluate the uncertainty of the measurement results are presented: a numerical method simulating the physical process of the A/D conversion, and an approximated theoretical method applying the "uncertainty propagation law" of the "guide to the expression of uncertainty in measurement." With both methods, the combined standard uncertainty of the measurement result is obtained, starting from the standard uncertainty generated by each single source. The results obtained by means of the theoretical analysis are compared with the ones obtained from numerical simulation and with the ones obtained by means of experimental tests.
Keywords :
analogue-digital conversion; estimation theory; measurement uncertainty; numerical analysis; virtual instrumentation; A/D conversion; ADC; approximated theoretical method; combined standard uncertainty; digital signal processing; measurement uncertainties; metrological characterization; numerical method; uncertainty propagation law; uncertainty sources; virtual instrumentation; Computer interfaces; Data acquisition; Digital signal processing; Instruments; Measurement standards; Measurement uncertainty; Numerical simulation; Physics computing; Signal processing; Testing;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2002.808036